Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Remote MCP server for intervals.icu run data and analysis
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
INTERVALS_API_KEY, INTERVALS_ATHLETE_ID, TZ, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN, PORT, DATA_DIR, ROUTE_RETENTION_DAYS, PUBLIC_URL标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"intervals": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"DATA_DIR",
"-e",
"ROUTE_RETENTION_DAYS",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.15.2"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"DATA_DIR": "your-value",
"ROUTE_RETENTION_DAYS": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add intervals --env INTERVALS_API_KEY=your-value --env INTERVALS_ATHLETE_ID=your-value --env TZ=your-value --env ORS_API_KEY=your-value --env HOME_START=your-value --env MCP_AUTH_TOKEN=your-value --env PORT=your-value --env DATA_DIR=your-value --env ROUTE_RETENTION_DAYS=your-value --env PUBLIC_URL=your-value -- docker run -i --rm -e INTERVALS_API_KEY -e INTERVALS_ATHLETE_ID -e TZ -e ORS_API_KEY -e HOME_START -e MCP_AUTH_TOKEN -e PORT -e DATA_DIR -e ROUTE_RETENTION_DAYS -e PUBLIC_URL ghcr.io/ljcl/intervals-mcp:2.15.2运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"intervals": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"DATA_DIR",
"-e",
"ROUTE_RETENTION_DAYS",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.15.2"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"DATA_DIR": "your-value",
"ROUTE_RETENTION_DAYS": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"intervals": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"DATA_DIR",
"-e",
"ROUTE_RETENTION_DAYS",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.15.2"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"DATA_DIR": "your-value",
"ROUTE_RETENTION_DAYS": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
INTERVALS_ATHLETE_ID envTZ envPORT envDATA_DIR envROUTE_RETENTION_DAYS envPUBLIC_URL env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 ljcl 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:INTERVALS_API_KEY, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.15.2)于今天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A single-user remote MCP server for intervals.icu run data and analysis, with interactive MCP Apps.
All text tools and every MCP App talk to intervals.icu directly and are verified against a real account; see docs/tools.md for the full catalog. Configuration is checked at startup: a bad variable stops the server with a message naming it, and the key's presence is reported on /health.
History. This project began as strava-mcp and was migrated to intervals.icu as its data source; nothing in the server talks to Strava today.
cp .env.example .env
Edit .env with your values:
INTERVALS_API_KEY=your_api_key
All variables are listed in docs/operations.md.
Local development (needs Bun):
bun install
bun run dev
Docker:
docker compose up -d
Prefer the prebuilt image? Pull ghcr.io/ljcl/intervals-mcp:latest, the newest release (also on the MCP registry as io.github.ljcl/intervals-mcp), and point your compose image: at it instead of building; you still supply your own API key. :edge tracks unreleased main. Published images carry SBOM/provenance attestations you can verify; see operations.md.
GET /health reports liveness without spending an intervals.icu API request; with MCP_AUTH_TOKEN it also reports config and rate-limit state. Response shapes and monitoring guidance: operations.md.
Point any client at http://localhost:3000/mcp. Repo layout, task runner, tests, coverage gates, and Storybook workflow: docs/development.md. Agent conventions live in AGENTS.md.
Most AI tools (Claude Desktop, Claude Code, etc.) need an HTTPS URL to reach your MCP server. Since the server runs on your local network, you'll need a tunnel to expose it.
Tailscale Funnel exposes a local port to the internet over HTTPS with no configuration:
tailscale funnel --bg 3000
Set PUBLIC_URL in your .env to the resulting URL.
cloudflared tunnel --url http://localhost:3000
A tunnel makes /mcp reachable by anyone who discovers the URL, so they can use the intervals.icu API key configured on the server (the key itself is never exposed to them). Set MCP_AUTH_TOKEN to a long random secret (openssl rand -hex 32) and every /mcp request requires Authorization: Bearer ; each client snippet below shows where the header goes. The secret also gates the detailed half of /health. Full details: operations.md.
Set it in .env alongside your API key; docker-compose.yml forwards it automatically.
AI Tool (Claude Desktop, Claude Code, etc.)
│ HTTPS HTTPS Tunnel (Tailscale / Cloudflare) │ HTTP (localhost:3000) intervals-mcp Server (Docker / Bun) │ HTTPS intervals.icu API
The server works with any MCP client that supports the Streamable HTTP transport. In every snippet below, replace https://your-public-url with your tunnel URL (or http://localhost:3000 for local development), and include the Authorization header only if you set MCP_AUTH_TOKEN.
Add to your Claude configuration (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": { "intervals-mcp": { "type": "url", "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Restart Claude Desktop to load the new configuration.
claude mcp add --transport http intervals-mcp https://your-public-url/mcp \
--header "Authorization: Bearer your-mcp-auth-token"
Add to .cursor/mcp.json in your project (or ~/.cursor/mcp.json for all projects):
{
"mcpServers": { "intervals-mcp": { "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Add to .vscode/mcp.json in your workspace (or run MCP: Add Server from the command palette):
{
"servers": { "intervals-mcp": { "type": "http", "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Any client that speaks Streamable HTTP can connect to the /mcp endpoint directly. The endpoint serves the 2026-07-28 revision: clients send stateless requests carrying the io.modelcontextprotocol/* envelope keys and the Mcp-Method/Mcp-Name headers (server/discover advertises capabilities). A 2025-era client (one that opens with initialize) is served statelessly too, because claude.ai loads MCP Apps that way, but it gets no write tool: update-activity, update-wellness and update-gear need a 2026-07-28 client. POST JSON-RPC messages with an Accept: application/json, text/event-stream header. Protocol details: docs/architecture.md.
The full tool catalog, prompts, permission behaviour, and example requests live in docs/tools.md. All text tools and every MCP App's data handler talk to intervals.icu directly.
| Doc | Contents |
|---|---|
| docs/tools.md | Full tool catalog, prompts, permission behaviour, example requests |
| docs/operations.md | Environment variables, the API key, health endpoint, rate limits, endpoint security |
| docs/architecture.md | Server architecture: transport, HTTP layer, cache, error taxonomy, analysis math |
| docs/api-notes.md | Calling the intervals.icu API: auth, endpoints, verified behaviour from Phases 1 and 2 |
| docs/mcp-apps.md | MCP App packages: shared shell, mobile, theming, per-app details |
| docs/development.md | Monorepo mechanics: Turborepo, coverage gates, Storybook gates, Docker build |
| docs/releasing.md | Release automation: Conventional Commit PR titles, release-please, publishing |
| docs/project.md | Issue tracking and project board |
| docs/Intervals_MCP_Server.md | Capability reference to upload as project knowledge in a Claude project using this server |
PRs are squash-merged and the PR title becomes the commit on `main`, so write it as a Conventional Commit (fix: patch, feat: minor, any ! or BREAKING CHANGE: footer major; chore:/docs:/refactor:/ci: release nothing). A CI check rejects non-conforming titles; see docs/releasing.md.
Server exits at startup: The message names the variable to fix, one line per bad variable. See operations.md.
AI tool can't reach the server — MCP requires an HTTPS URL. Use a tunnel (Tailscale Funnel or Cloudflare Tunnel) to expose your local server. See Connecting to AI Tools.
API key errors: Check /health first: api_key_configured tells you whether the server has a key set at all. If api_key_configured is true but calls still fail, the key may be wrong or revoked; generate a new one at intervals.icu, Settings, Developer Settings, and update INTERVALS_API_KEY. See operations.md.
Today's run is missing, or dates are a day off: Check time_zone and time_zone_source on /health. With TZ unset (or UTC), the server uses your intervals.icu time zone; set TZ to choose one. See operations.md.
"Cloudflare … answered with a challenge": Cloudflare, in front of intervals.icu, stopped the request before it reached intervals.icu, so this is not an API key problem. Wait a few minutes and retry. See operations.md.
Client can't connect (401 or unsupported protocol version): Each refused /mcp request writes one mcp_rejected line to the server log with its status, JSON-RPC code and, when the client sent it, its name. A 401 means the bearer token is missing or wrong. Code -32022 means the client's envelope names an MCP revision the server does not serve. See operations.md.
Is the server up and reachable? curl https://your-public-url/health. It answers without touching the intervals.icu API, so it works even when your rate limit is exhausted.
Client re-prompts for read tools after I granted them — A release likely renamed a tool or changed its input schema; grants are stored per tool identity, so that drops the grant. Releases say so in the changelog. Otherwise persistence lives in the client — check both connector-level and per-tool settings. See docs/tools.md.
MIT